Domain Adaptation and Representation Transfer

5th MICCAI Workshop, DART 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings

Häftad, Engelska, 2023

Av Lisa Koch, M. Jorge Cardoso, Enzo Ferrante, Konstantinos Kamnitsas, Mobarakol Islam, Meirui Jiang, Nicola Rieke, Sotirios A. Tsaftaris, Dong Yang

769 kr

Beställningsvara. Skickas inom 7-10 vardagar

Fri frakt för medlemmar vid köp för minst 249 kr.

This book constitutes the refereed proceedings of the 5th MICCAI Workshop on Domain Adaptation and Representation Transfer, DART 2023, which was held in conjunction with MICCAI 2023, in October 2023.

Produktinformation

Utgivningsdatum2023-10-14
Mått155 x 235 x 11 mm
Vikt283 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor170
FörlagSpringer International Publishing AG
ISBN9783031458569

Tillhör följande kategorier

Tillämpad datateknik inom Data och it
Informationsteknik: allmänt inom Data och it
Systemvetenskap och AI inom Data och it

Domain adaptation of MRI scanners as an alternative to MRI harmonization.- MultiVT: Multiple-Task Framework for Dentistry.- Black-Box Unsupervised Domain Adaptation for Medical Image Segmentation.- PLST: A Pseudo-Labels with a Smooth Transition Strategy for Medical Site Adaptation.- Compositional Representation Learning for Brain Tumor Segmentation.- Hierarchical Compositionality in Hyperbolic Space for Robust Medical Image Segmentation.- Realistic Data Enrichment for Robust Image Segmentation in Kidney Transplant Pathology.- Boosting Knowledge Distillation via Random Fourier Features for Prostate Cancer Grading in Histopathology Images.- Semi-supervised Domain Adaptation for Automatic Quality Control of FLAIR MRIs in a Clinical Data Warehouse.- Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-Supervision.- The Performance of Transferability Metrics does not Translate to Medical Tasks.- DGM-DR: Domain Generalization with Mutual Information Regularized Diabetic Retinopathy Classification.- SEDA: Self-Ensembling ViT with Defensive Distillation and Adversarial Training for robust Chest X-rays Classification.- A Continual Learning Approach for Cross-Domain White Blood Cell Classification.- Metadata Improves Segmentation Through Multitasking Elicitation.- Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation.

Du kanske också är intresserad av

Pappaskämt : den ultimata humorn

Pappaskämt : den ultimata humorn

49 kr79 kr

Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning

Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning

Shadi Albarqouni, Spyridon Bakas, Konstantinos Kamnitsas, M. Jorge Cardoso, Bennett Landman, Wenqi Li, Fausto Milletari, Nicola Rieke, Holger Roth, Daguang Xu, Ziyue Xu

689 kr

Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics

Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics

M. Jorge Cardoso, Tal Arbel, Enzo Ferrante, Xavier Pennec, Adrian Dalca, Sarah Parisot, Sarang Joshi, Nematollah K. Batmanghelich, Aristeidis Sotiras, Mads Nielsen, Mert R. Sabuncu, Tom Fletcher, Li Shen, Stanley Durrleman, Stefan Sommer

729 kr

Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data

Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data

Qian Wang, Fausto Milletari, Hien V. Nguyen, Shadi Albarqouni, M. Jorge Cardoso, Nicola Rieke, Ziyue Xu, Konstantinos Kamnitsas, Vishal Patel, Badri Roysam, Steve Jiang, Kevin Zhou, Khoa Luu, Ngan Le

709 kr

Domain Adaptation and Representation Transfer

Domain Adaptation and Representation Transfer

Konstantinos Kamnitsas, Lisa Koch, Mobarakol Islam, Ziyue Xu, Jorge Cardoso, Qi Dou, Nicola Rieke, Sotirios Tsaftaris

799 kr

Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health

Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health

Shadi Albarqouni, Spyridon Bakas, Sophia Bano, M. Jorge Cardoso, Bishesh Khanal, Bennett Landman, Xiaoxiao Li, Chen Qin, Islem Rekik, Nicola Rieke, Holger Roth, Debdoot Sheet, Daguang Xu

729 kr

Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health

Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health

Shadi Albarqouni, M. Jorge Cardoso, Qi Dou, Konstantinos Kamnitsas, Bishesh Khanal, Islem Rekik, Nicola Rieke, Debdoot Sheet, Sotirios Tsaftaris, Daguang Xu, Ziyue Xu

909 kr

Vitön : den fristående fortsättningen på Expeditionen

Nyhet

Vitön : den fristående fortsättningen på Expeditionen

399 kr

Simulation and Synthesis in Medical Imaging

Simulation and Synthesis in Medical Imaging

Sotirios A. Tsaftaris, Ali Gooya, Alejandro F. Frangi, Jerry L. Prince

729 kr